NAACL - arXivDaily 期刊&会议

2104.04597 2021-04-13 cs.AI cs.CL cs.LG

Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning

Xuelu Chen, Michael Boratko, Muhao Chen, Shib Sankar Dasgupta, Xiang Lorraine Li, Andrew McCallum

Comments NAACL-HLT 2021

2104.04318 2021-04-13 cs.CL

Noisy-Labeled NER with Confidence Estimation

Kun Liu, Yao Fu, Chuanqi Tan, Mosha Chen, Ningyu Zhang, Songfang Huang, Sheng Gao

Comments NAACL 2021 Camera Ready

2104.02112 2021-04-13 cs.CL

Efficient Attentions for Long Document Summarization

Luyang Huang, Shuyang Cao, Nikolaus Parulian, Heng Ji, Lu Wang

Comments Accepted at NAACL 2021 as a long paper

2103.08784 2021-04-13 cs.CL cs.CV

LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval

Siqi Sun, Yen-Chun Chen, Linjie Li, Shuohang Wang, Yuwei Fang, Jingjing Liu

Comments NAACL 2021

2103.06779 2021-04-13 cs.CL

MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding

Tuhin Chakrabarty, Xurui Zhang, Smaranda Muresan, Nanyun Peng

Comments NAACL 2021

2103.06758 2021-04-13 cs.CL cs.AI

ENTRUST: Argument Reframing with Language Models and Entailment

Tuhin Chakrabarty, Christopher Hidey, Smaranda Muresan

Comments NAACL 2021

2103.06333 2021-04-13 cs.CL cs.PL

Unified Pre-training for Program Understanding and Generation

Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang

Comments NAACL 2021 (camera ready)

2010.12864 2021-04-13 cs.CL stat.ML

On Transferability of Bias Mitigation Effects in Language Model Fine-Tuning

Xisen Jin, Francesco Barbieri, Brendan Kennedy, Aida Mostafazadeh Davani, Leonardo Neves, Xiang Ren

Comments 14 pages; Accepted at NAACL 2021

2010.12836 2021-04-13 cs.CL

Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation

Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev, Yashar Mehdad

Comments NAACL 2021

2010.12831 2021-04-13 cs.CL cs.CV cs.LG

Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions

Liunian Harold Li, Haoxuan You, Zhecan Wang, Alireza Zareian, Shih-Fu Chang, Kai-Wei Chang

Comments NAACL 2021 Camera Ready

2010.12820 2021-04-13 cs.CL

"Nice Try, Kiddo": Investigating Ad Hominems in Dialogue Responses

Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

Comments NAACL 2021

2010.12638 2021-04-13 cs.CL cs.LG stat.ML

Posterior Differential Regularization with f-divergence for Improving Model Robustness

Hao Cheng, Xiaodong Liu, Lis Pereira, Yaoliang Yu, Jianfeng Gao

Comments NAACL 2021

2010.12623 2021-04-13 cs.CL cs.AI

Unsupervised Multi-hop Question Answering by Question Generation

Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang

Comments NAACL 2021 (long paper)

2010.12563 2021-04-13 cs.CL

Concealed Data Poisoning Attacks on NLP Models

Eric Wallace, Tony Z. Zhao, Shi Feng, Sameer Singh

Comments NAACL 2021

2010.12412 2021-04-13 cs.CL

SmBoP: Semi-autoregressive Bottom-up Semantic Parsing

Ohad Rubin, Jonathan Berant

Comments Accepted to NAACL-HLT 2021

2010.11230 2021-04-13 cs.LG cs.CL

Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents

Mohammad Kachuee, Hao Yuan, Young-Bum Kim, Sungjin Lee

Comments NAACL-HLT 2021

2010.10077 2021-04-13 cs.CL

Neural Language Modeling for Contextualized Temporal Graph Generation

Aman Madaan, Yiming Yang

Comments NAACL 2021

2010.08240 2021-04-13 cs.CL

Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks

Nandan Thakur, Nils Reimers, Johannes Daxenberger, Iryna Gurevych

Comments Accepted at NAACL 2021

2010.07972 2021-04-13 cs.CL cs.AI

Explicit Alignment Objectives for Multilingual Bidirectional Encoders

Junjie Hu, Melvin Johnson, Orhan Firat, Aditya Siddhant, Graham Neubig

Comments published at NAACL 2021

2010.06925 2021-04-13 cs.CL

DA-Transformer: Distance-aware Transformer

Chuhan Wu, Fangzhao Wu, Yongfeng Huang

Comments To appear in NAACL 2021

2008.09396 2021-04-13 cs.CL cs.LG stat.ML

Neural Machine Translation without Embeddings

Uri Shaham, Omer Levy

Comments NAACL 2021

2007.02871 2021-04-13 cs.CL

DART: Open-Domain Structured Data Record to Text Generation

Linyong Nan, Dragomir Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani

Comments NAACL 2021

2104.04470 2021-04-12 cs.CL

Did they answer? Subjective acts and intents in conversational discourse

Elisa Ferracane, Greg Durrett, Junyi Jessy Li, Katrin Erk

Comments NAACL 2021

2104.04434 2021-04-12 cs.CL

Larger-Context Tagging: When and Why Does It Work?

Jinlan Fu, Liangjing Feng, Qi Zhang, Xuanjing Huang, Pengfei Liu

Comments Accepted by NAACL 2021

2104.04302 2021-04-12 cs.CL

Annotating and Modeling Fine-grained Factuality in Summarization

Tanya Goyal, Greg Durrett

Comments NAACL 2021

2104.04243 2021-04-12 cs.CL cs.AI cs.IR

Incorporating External Knowledge to Enhance Tabular Reasoning

J. Neeraja, Vivek Gupta, Vivek Srikumar

Comments 11 pages, 1 Figure, 14 tables, To appear in NAACL 2021 (Short paper)

2010.12309 2021-04-12 cs.CL cs.LG

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios

Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow

Comments Accepted at NAACL 2021

2104.04128 2021-04-12 cs.CL cs.LG

An Empirical Comparison of Instance Attribution Methods for NLP

Pouya Pezeshkpour, Sarthak Jain, Byron C. Wallace, Sameer Singh

Comments NAACL 2021

2104.04108 2021-04-12 cs.CL cs.AI

XFORMAL: A Benchmark for Multilingual Formality Style Transfer

Eleftheria Briakou, Di Lu, Ke Zhang, Joel Tetreault

Comments NAACL 2021

2010.11253 2021-04-12 cs.CL

Clustering-based Inference for Biomedical Entity Linking

Rico Angell, Nicholas Monath, Sunil Mohan, Nishant Yadav, Andrew McCallum

Comments NAACL 2021 Long Paper